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Deep learning signatures reveal multiscale intratumor heterogeneity associated with biological functions and survival in recurrent nasopharyngeal carcinoma
期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2022, 页码: 11
Authors:
Zhao, Xun
;
Liang, Yu-Jing
;
Zhang, Xu
;
Wen, Dong-Xiang
;
Fan, Wei
;
Tang, Lin-Quan
;
Dong, Di
;
Tian, Jie
;
Mai, Hai-Qiang
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View/Download:24/0
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Submit date:2022/06/10
Recurrent nasopharyngeal carcinoma
Survival analysis
Radiomics
Deep learning
Preoperative computed tomography-guided disease-free survival prediction in gastric cancer: a multicenter radiomics study
期刊论文
MEDICAL PHYSICS, 2020, 卷号: 47, 期号: 10, 页码: 4862-4871
Authors:
Wang, Siwen
;
Feng, Caizhen
;
Dong, Di
;
Li, Hailin
;
Zhou, Jing
;
Ye, Yingjiang
;
Liu, Zaiyi
;
Tian, Jie
;
Wang, Yi
Adobe PDF(2043Kb)
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Submit date:2020/09/07
disease-free survival
gastric cancer
multidetector-row computed tomography
risk stratification
radiomics
Multi-Habitat Based Radiomics for the Prediction of Treatment Response to Concurrent Chemotherapy and Radiation Therapy in Locally Advanced Cervical Cancer
期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 8
Authors:
Fang, Mengjie
;
Kan, Yangyang
;
Dong, Di
;
Yu, Tao
;
Zhao, Nannan
;
Jiang, Wenyan
;
Zhong, Lianzhen
;
Hu, Chaoen
;
Luo, Yahong
;
Tian, Jie
Adobe PDF(730Kb)
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View/Download:84/2
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Submit date:2020/06/22
cervical cancer
MRI
radiomics
treatment response prediction
concurrent chemotherapy and radiation therapy
precision medicine
Computed Tomography Radiomic Nomogram for Preoperative Prediction of Extrathyroidal Extension in Papillary Thyroid Carcinoma
期刊论文
FRONTIERS IN ONCOLOGY, 2019, 卷号: 9, 页码: 9
Authors:
Chen, Bin
;
Zhong, Lianzhen
;
Dong, Di
;
Zheng, Jianjun
;
Fang, Mengjie
;
Yu, Chunyao
;
Dai, Qi
;
Zhang, Liwen
;
Tian, Jie
;
Lu, Wei
;
Jin, Yinhua
Adobe PDF(1219Kb)
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Submit date:2019/12/16
thyroid cancer
computed tomography
radiomics
tumor staging
nomograms
Prognostic Value of Deep Learning PET/CT-Based Radiomics: Potential Role for Future Individual Induction Chemotherapy in Advanced Nasopharyngeal Carcinoma
期刊论文
CLINICAL CANCER RESEARCH, 2019, 卷号: 25, 期号: 14, 页码: 4271-4279
Authors:
Peng, Hao
;
Dong, Di
;
Fang, Meng-Jie
;
Li, Lu
;
Tang, Ling-Long
;
Chen, Lei
;
Li, Wen-Fei
;
Mao, Yan-Ping
;
Fan, Wei
;
Liu, Li-Zhi
;
Tian, Li
;
Lin, Ai-Hua
;
Sun, Ying
;
Tian, Jie
;
Ma, Jun
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View/Download:142/10
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Submit date:2019/12/16
Advanced Nasopharyngeal Carcinoma
Prognostic value of computed tomography radiomics features in patients with gastric cancer following curative resection
期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 6, 页码: 3079-3089
Authors:
Li, Wuchao
;
Zhang, Liwen
;
Tian, Chong
;
Song, Hui
;
Fang, Mengjie
;
Hu, Chaoen
;
Zang, Yali
;
Cao, Ying
;
Dai, Shiyuan
;
Wang, Fang
;
Dong, Di
;
Wang, Rongpin
;
Tian, Jie
Adobe PDF(1951Kb)
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View/Download:122/3
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Submit date:2019/07/12
Multidetector computed tomography
Stomach neoplasms
Survival
多序列 MRI影像组学辅助肿瘤无创诊断的研究
学位论文
, 北京市海淀区中关村东路95号: 中国科学院自动化研究所, 2019
Authors:
魏靖伟
Adobe PDF(3432Kb)
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Submit date:2019/06/28
影像组学
人工智能
肿瘤
无创诊断
磁共振成像
基于深度学习的小样本肿瘤CT影像分析算法研究
学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:
王硕
Adobe PDF(6465Kb)
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View/Download:335/0
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Submit date:2019/07/08
计算机断层扫描(ct)
深度学习
肿瘤分割
半监督学习
预后分析
Development and validation of a magnetic resonance imaging-based model for the prediction of distant metastasis before initial treatment of nasopharyngeal carcinoma: A retrospective cohort study
期刊论文
EBIOMEDICINE, 2019, 卷号: 40, 期号: 1, 页码: 327-335
Authors:
Zhang, Lu
;
Dong, Di
;
Li, Hailin
;
Tian, Jie
;
Ouyang, Fusheng
;
Mo, Xiaokai
;
Zhang, Bin
;
Luo, Xiaoning
;
Lian, Zhouyang
;
Pei, Shufang
;
Dong, Yuhao
;
Huang, Wenhui
;
Liang, Changhong
;
Liu, Jing
;
Zhang, Shuixing
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Adobe PDF(1622Kb)
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View/Download:146/8
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Submit date:2019/07/12
Distant metastasis
Nasopharyngeal carcinoma
Risk assessment
Prognostic tool
Magnetic resonance imaging
The Applications of Radiomics in Precision Diagnosis and Treatment of Oncology: Opportunities and Challenges
期刊论文
Theranostics, 2019, 卷号: 9, 期号: 5, 页码: 1303-1322
Authors:
Liu, Zhenyu
;
Wang, Shuo
;
Dong, Di
;
Wei, Jingwei
;
Fang, Cheng
;
Zhou, Xuezhi
;
Sun, Kai
;
Li, Longfei
;
Li, Bo
;
Wang, Meiyun
;
Tian, Jie
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Adobe PDF(2057Kb)
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View/Download:197/35
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Submit date:2019/04/30
Radiomics
Medical Imaging
Precision Diagnosis And Treatment
Oncology